piano keyboard classifier code

app.py

@@ -1,4 +1,19 @@
 import streamlit as st
+from PIL import Image
+from fastai.vision.all import *
+import pickle
 
-x = st.slider('Select a value')
-st.write(x, 'squared is', x * x)
+st.title("Piano or Keyboard?")
+file_name = st.file_uploader("Upload a piano or a keyboard image")
+
+model = pickle.load(open('export.pkl','rb'))
+
+if file_name is not None:
+    col1, col2 = st.columns(2)
+    image = Image.open(file_name)
+    col1.image(image, use_column_width=True)
+    pred,pred_idx,probs = model.predict(image)
+    col2.header("Prediction:")
+    st.write('This is a ', pred, '!')
+else:
+    st.write('Please upload a file!')

export.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:698138986aa82a06d739fa60a18f759a77089c0915c50bf275df2b45ad14fb08
+size 46955108

requirements.txt

@@ -0,0 +1,2 @@
+streamlit
+fastai